Article

DREAM-GNN: Dual-route embedding-aware graph neural networks for drug repositioning

2025-07-10

Abstract excerpt

Drug repositioning presents a compelling strategy to accelerate therapeutic development by uncovering new indications for existing compounds. However, current computational methods are often limited in their ability to integrate heterogeneous biomedical data and model the intricate, multi-scale relationships underlying drug-disease associations, while large-scale experimental validation remains prohibitively resou...

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Literature Corpus work: bec54b96-5598-5e99-925b-361be978dc33
DOI: 10.1101/2025.07.07.663530

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